Opening the black box of neural networks: methods for interpreting neural network models in clinical applications

Artificial neural networks (ANNs) are powerful tools for data analysis and are particularly suitable for modeling relationships between variables for best prediction of an outcome. While these models can be used to answer many important research questions, their utility has been critically limited b...

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Bibliographic Details
Published in:Ann Transl Med
Main Authors: Zhang, Zhongheng, Beck, Marcus W., Winkler, David A., Huang, Bin, Sibanda, Wilbert, Goyal, Hemant
Format: Artigo
Language:Inglês
Published: AME Publishing Company 2018
Subjects:
Big-data Clinical Trial Column
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6035992/
https://ncbi.nlm.nih.gov/pubmed/30023379
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2018.05.32
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